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Record W2924380879 · doi:10.1007/s00464-011-1598-0

2011 Scientific Session of the Society of American Gastrointestinal and Endoscopic Surgeons (SAGES) San Antonio, Texas, USA, 30 March–2 April 2011 Poster Presentations

2011· article· en· W2924380879 on OpenAlexaff
Sharon Chiu, Daniel W. Birch, Xinzhe Shi, Arya M. Sharma, Shahzeer Karmali, Philippe Topart, Guillaume Bécouarn, Balpreet Brar, Richdeep S. Gill, Ghassan Hadi, Matthew Hudson, Iswanto Sucandy, Jeffrey M. Berman, Gintaras Antanavicius, J. Esteban Varela, Ninh T. Nguyen, Anthony Galitsky, Dmitry Nepomnayshy, Elizabeth Prusak, Lellan Sillin, David M. Brams, David L. Burns, P.M.S. O’Brien, Lahey Clinic, Lane A. Ritter, Joseph Broucek, Minh B. Luu, Khristi Autajay, Jonathan A. Myers, Prabhdeep Singh Nain, Satpal Singh Virk, Ashish Ahuja, Howard I. Pryor, E Lin, Adam Singleton, Khashayar Vaziri

Bibliographic record

VenueSurgical Endoscopy · 2011
Typearticle
Languageen
FieldMedicine
TopicDiverticular Disease and Complications
Canadian institutionsUniversity of AlbertaUniversity of Calgary
Fundersnot available
KeywordsMedicineSession (web analytics)General surgeryHepatologyAbdominal surgeryInternal medicineWorld Wide Web

Abstract

fetched live from OpenAlex

Introduction: Sleeve gastrectomy (SG) has increased in popularity as both a definitive and staged procedure for morbid obesity. Respectively, gastroesophageal reflux disease (GERD) is a common comorbid disease in bariatric patients. The effect of SG on GERD has not been well studied, thus the goal of this systematic literature review is to analyze the impact of SG on GERD. Methods: A systematic literature search was conducted using Medline, EMBASE, the Cochrane Database, Scopus, and the gray literature for the keywords ''sleeve gastrectomy,'' ''gastroesophageal reflux,'' and equivalents. Results: Sixteen articles were retrieved. Two articles analyzed GERD as a primary outcome, whereas fourteen included GERD as a secondary study outcome. Four studies showed an increase in GERD after SG. Seven studies found reduced GERD symptoms post-SG. Four studies included only the post-operative prevalence of GERD. One study did not include data on prevalence of GERD. Conclusion: The evidence on the impact of SG on GERD does not consolidate to a consensus. The studies show differing outcomes. Hence, dedicated studies that objectively evaluate GERD after SG are needed to more clearly define the effect of SG on GERD in bariatric patients

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.005
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.031
GPT teacher head0.286
Teacher spread0.256 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations4
Published2011
Admission routes1
Has abstractyes

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